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IST 557 Data Mining: Techniques and Applications

 

 

Project check point #2 (midterm) 

Report:

  1. The best performance. Show your best performance so far. For your best performance, do include the screenshot of your Kaggle submission website (public leaderboard) so we know this is the actual result submitted through the Kaggle system. Use the same given team name as shown below.  If there is no screenshot, the score for this submission will be 0.
  2. The best method. Describe the method that produces the best performance.
  3. Other methods your tried after check point #1. Briefly describe what methods you have tried and how do these methods perform. Discuss about why the performance is good/bad.
  4. Summary and plans.
  5. Team member contributions. Briefly mention each member's contributions.

What to submit:

  1. project2.pdf that contains the report (remember to include the screenshot)

  2. project2.zip that contains your source code files for the best method

  3. only one student needs to make the submission for the team 

Submit the report to Canvas by 11:59pm 11/17 Sunday. No late submission will be accepted. No extension will be granted to any team. 


Project check point #1 (getting started) 

Report:

  1. The best performance. Show your best performance so far. For your best performance, do include the screenshot of your Kaggle submission website so we know this is the actual result submitted through the Kaggle system. Use the given team name as shown below.
  2. The best method. Describe the method that produces the best performance.
  3. Other methods your tried. Briefly describe what methods you have tried and how do these methods perform. Discuss about why the performance is good/bad.
  4. Summary and plans.
  5. Team member contributions. Briefly mention each member's contributions.

What to submit:

  1. project1.pdf that contains the report

  2. project1.zip that contains your source code files for the best method

  3. only one student needs to make the submission for the team

Submit the report to Canvas by 11:59pm 10/27 Sunday. No late submission will be accepted. No extension will be granted to any team. 


Results

Project A 

10.96743
20.98537
31.00281
41.03252
51.10094
61.22867
72.18099
810.11956


Project B 

10.35725
20.37094
30.42462
40.4369
50.44034
60.53331
70.8697


Project C

10.98254
20.98186
30.97896
40.97778
50.97722
60.91471


 


 

Please use the following given team name when you make submissions on Kaggle.

Project A. Future sales

https://www.kaggle.com/c/competitive-data-science-predict-future-sales/

Team Name  checkpoint 1
IST557_A1Chandu DasariVijay Vamsi Nadellathe best (0.96743)
IST557_A2JInquan ZhangZitong Shang 
IST557_A3Mihir MehtaMudit Gargrunner-up (0.98537)
IST557_A4Szu-Chi KuanTing-Yao Hsu 
IST557_A5Tongyao ShenYizhi Liu 
IST557_A6Jeongwon JoGuillermo Romera Rodriguez 
IST557_A7Sanjana GautamVrushali Sanjay Girkar 
IST557_A8Sian LeeChieh-Yang Huang 
IST557_A9Sean ParsonsIyadunni Adenuga 

 

Project B. Taxi trip duration

https://www.kaggle.com/c/nyc-taxi-trip-duration  

Team Name  checkpoint 1
IST557_B1Dongqin ZhouAmirreza Bagherzadehkhorasanithe best (0.35725)
IST557_B2Enyan DaiTianxiang Zhao 
IST557_B3Junzhu ShenZihan Ren 
IST557_B4Samarth GuptaRao Shivansh 
IST557_B5Xinyang ZhangRen Pang 
IST557_B6Yu LiangDuo Pan 
IST557_B7Jiaqi WangHua Shen 
IST557_B8Kon Woo KimYifan Yangrunner-up (0.37094)

 

Project C. Toxic comment

https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/overview

Team Name  checkpoint 1
IST557_C1Chacha ChenShixiong Jing 
IST557_C2Haomiao NiJiachen Liuthe best (0.98254)
IST557_C3Zeba KarishmaPranav Narayanan Venkit 
IST557_C4Anita ChenChi-Yang Hsu 
IST557_C5Rahul KatikiSo Young Choi 
IST557_C6Tanji Hwang  
IST557_C7Xian WuZhenpeng Linrunner-up (0.98186)

 

 

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